AI & automation · 11 min read
RAG, AI agents and RPA: choosing the right automation approach
A practical decision framework for choosing governed retrieval, AI-led judgement, API automation, RPA, or a controlled combination.
Read insightInsights
Practical guidance for decisions before implementation.
Practical explanations based on recurring enterprise delivery challenges, so teams can make better decisions before implementation.
Data engineering · 10 min read
When change data capture becomes a modernisation problem
A production checklist for CDC covering snapshots, ordering, deletes, schema change, recovery, reconciliation, monitoring, and ownership.
Read insightMigration · 10 min read
Eight questions to answer before migrating a critical data platform
A readiness framework for inventory, dependencies, validation, security, performance, cutover, rollback, and operational ownership.
Read insightAutomation · 9 min read
How to identify an automation opportunity worth piloting
How to qualify, baseline, scope, control, and measure an automation pilot before committing to a wider rollout.
Read insightDocument intelligence · 9 min read
Does every PDF need OCR for data extraction?
OCR is essential for scanned documents, but not every PDF. Learn when to use native text extraction, OCR, document intelligence, or human review.
Read insightStart with the work
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